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A probabilistic gridded product for daily precipitation extremes over the United States 期刊论文
CLIMATE DYNAMICS, 2019, 53: 2517-2538
作者:  Risser, Mark D.;  39;Brien, Travis A.
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
Extreme value analysis  Precipitation  Spatial statistics  Nonparametric bootstrap  Global Historical Climatology Network  Gaussian processes  Gridded daily precipitation  
Multi-site multivariate downscaling of global climate model outputs: an integrated framework combining quantile mapping, stochastic weather generator and Empirical Copula approaches 期刊论文
CLIMATE DYNAMICS, 2019, 52: 5775-5799
作者:  Li, Xin;  Babovic, Vladan
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/26
Multi-site multivariate downscaling  Global climate models  Quantile mapping  Stochastic weather generator  Empirical Copula  
A new scheme for multivariate, multisite weather generator with inter-variable, inter-site dependence and inter-annual variability based on empirical copula approach 期刊论文
CLIMATE DYNAMICS, 2019, 52: 2247-2267
作者:  Li, Xin;  Babovic, Vladan
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Multivariate multi-site weather generator  Spatial dependence  Inter-variable dependence  Inter-annual variability  Empirical copula  
A coupled dynamical-copula downscaling approach for temperature projections over the Canadian Prairies 期刊论文
CLIMATE DYNAMICS, 2018, 51: 2413-2431
作者:  Zhou, Xiong;  Huang, Guohe;  Wang, Xiuquan;  Fan, Yurui;  Cheng, Guanhui
收藏  |  浏览/下载:4/0  |  提交时间:2019/04/09
Dynamical downscaling  Copula  Projected changes  Canadian Prairies  
An effective post-processing of the North American multi-model ensemble (NMME) precipitation forecasts over the continental US 期刊论文
CLIMATE DYNAMICS, 2018, 51: 457-472
作者:  Khajehei, Sepideh;  Ahmadalipour, Ali;  Moradkhani, Hamid
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
NMME  COP-EPP  Quantile mapping  Bias correction  CONUS  
Non-Gaussian spatiotemporal simulation of multisite daily precipitation: downscaling framework 期刊论文
CLIMATE DYNAMICS, 2018, 50: 1-15
作者:  Ben Alaya, M. A.;  Ouarda, T. B. M. J.;  Chebana, F.
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Statistical downscaling  Vector generalized linear model  Multisite daily precipitation  Copula  Multivariate autoregressive Gaussian field  Binary entropy  Non parametric bootstrapping  
Future changes to drought characteristics over the Canadian Prairie Provinces based on NARCCAP multi-RCM ensemble 期刊论文
CLIMATE DYNAMICS, 2017, 48
作者:  Masud, M. B.;  Khaliq, M. N.;  Wheater, H. S.
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
Drought characteristics  Copula  Multivariate frequency analysis  Multivariate homogeneity testing  Regional climate model  NARCCAP  Canadian Prairie Provinces